ArXiv TLDR

Yingyi Zhang

3 papers · Latest:

Information Retrieval

Personalized Deep Research: A User-Centric Framework, Dataset, and Hybrid Evaluation for Knowledge Discovery

PDR is a user-centric framework that personalizes deep research agents by adapting retrieval and synthesis to individual user expertise and interests.

2605.10530
Natural Language Processing

Learning How and What to Memorize: Cognition-Inspired Two-Stage Optimization for Evolving Memory

MemCoE is a cognition-inspired two-stage optimization framework that learns how to organize and what to update in LLM memory for better personalization.

2605.00702
Information Retrieval

From Local Indices to Global Identifiers: Generative Reranking for Recommender Systems via Global Action Space

GloRank introduces a generative reranking framework for recommender systems that uses global item identifiers instead of local indices, improving item understanding and performance.

2604.25291

📬 Weekly AI Paper Digest

Get the top 10 AI/ML arXiv papers from the week — summarized, scored, and delivered to your inbox every Monday.